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Adjust parser model

This commit is contained in:
Matthew Honnibal 2017-08-09 20:06:33 -05:00
parent f37528ef58
commit d01dc3704a
1 changed files with 2 additions and 2 deletions
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4
spacy/syntax/nn_parser.pyx
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@ -241,7 +241,7 @@ cdef class Parser:
parser_maxout_pieces = util.env_opt('parser_maxout_pieces', 2) parser_maxout_pieces = util.env_opt('parser_maxout_pieces', 2)
embed_size = util.env_opt('embed_size', 7500) embed_size = util.env_opt('embed_size', 7500)
tensors = fine_tune(Tok2Vec(token_vector_width, embed_size, tensors = fine_tune(Tok2Vec(token_vector_width, embed_size,
preprocess=doc2feats(cols=[ID, NORM, PREFIX, SUFFIX, SHAPE]))) preprocess=doc2feats()))
if parser_maxout_pieces == 1: if parser_maxout_pieces == 1:
lower = PrecomputableAffine(hidden_width if depth >= 1 else nr_class, lower = PrecomputableAffine(hidden_width if depth >= 1 else nr_class,
nF=cls.nr_feature, nF=cls.nr_feature,
@ -254,7 +254,7 @@ cdef class Parser:
with Model.use_device('cpu'): with Model.use_device('cpu'):
upper = chain( upper = chain(
clone(SELU(hidden_width), (depth-1)), clone(Maxout(hidden_width), (depth-1)),
zero_init(Affine(nr_class, drop_factor=0.0)) zero_init(Affine(nr_class, drop_factor=0.0))
) )
# TODO: This is an unfortunate hack atm! # TODO: This is an unfortunate hack atm!